dataqa VS habitat-sim

Compare dataqa vs habitat-sim and see what are their differences.

dataqa

Labelling platform for text using weak supervision. (by dataqa)

habitat-sim

A flexible, high-performance 3D simulator for Embodied AI research. (by facebookresearch)
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dataqa habitat-sim
7 5
245 2,343
- 2.6%
6.2 8.8
almost 2 years ago 6 days ago
JavaScript C++
GNU General Public License v3.0 only MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

dataqa

Posts with mentions or reviews of dataqa. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-01-09.
  • [D] Looking for open source projects to contribute
    15 projects | /r/MachineLearning | 9 Jan 2022
    Hey, I am the creator and (only contributor today) of open-source https://github.com/dataqa/dataqa, a Python library to explore and annotate documents. It uses weak supervision, is based on spacy, and has a lot of opportunities to add more deep learning and ML functionality. I can guide you through it :-). This would be a great opportunity to be first and lead contributor of an open-source library (outside the creator).

habitat-sim

Posts with mentions or reviews of habitat-sim. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-01-09.
  • [D] Looking for open source projects to contribute
    15 projects | /r/MachineLearning | 9 Jan 2022
    There are plenty of them out there. I spend a lot of time contributing to open source projects like Habitat-Sim https://github.com/facebookresearch/habitat-sim and Habitat-Lab https://github.com/facebookresearch/habitat-lab which have a ton of open issues and code maintaince stuff that we would welcome contributions of.

What are some alternatives?

When comparing dataqa and habitat-sim you can also consider the following projects:

gazebo-classic - Gazebo classic. For the latest version, see https://github.com/gazebosim/gz-sim

carla - Open-source simulator for autonomous driving research.

diffgram - The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.

argilla - Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.

bootcamp - Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

nn - 🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

habitat-lab - A modular high-level library to train embodied AI agents across a variety of tasks and environments.

docarray - Represent, send, store and search multimodal data

redtail - Perception and AI components for autonomous mobile robotics.

general

webots - Webots Robot Simulator

poutyne - A simplified framework and utilities for PyTorch